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ARTIFICIAL INTELLIGENCE IN COLONOSCOPY: EVALUATION OF ADENOMA DETECTION RATE AND PERFORMANCE CHARACTERIZATION
Carolina Roos Mariano DA Rocha1, Sophia Andreola Borba2, Thales Tomaz Richinho1
1Hospital Moinhos de Vento, Unidade de Endoscopia, Porto Alegre, RS, Brasil.
This study found no significant difference in adenoma detection rate (ADR) between AI-assisted colonoscopy and conventional colonoscopy. The findings suggest AI may offer limited added benefit in settings with already high ADR for colorectal cancer screening.
Area of Science:
- Gastroenterology
- Medical Technology
- Oncology
Background:
- Colonoscopy is crucial for detecting colorectal cancer precursors.
- Artificial intelligence (AI) shows promise in improving lesion detection during colonoscopy.
Purpose of the Study:
- To compare the adenoma detection rate (ADR) in colonoscopies performed with and without AI software.
Main Methods:
- An observational study included 305 patients undergoing screening colonoscopy at a tertiary hospital in Brazil.
- Patients were randomly assigned to conventional colonoscopy (CC) or AI-assisted colonoscopy (Cadeye system - CADe).
- Data on patient, procedure, and polyp characteristics were collected.
Main Results:
- A total of 470 polyps were detected across 305 colonoscopies (112 CADe, 193 CC).
- Overall ADR was 53.8% and overall polyp detection was 74.8%.
- No statistically significant difference in ADR was observed between CC (57%) and CADe (48.2%), with P=0.138.
Conclusions:
- While some studies suggest AI increases ADR, this study found no difference between AI and conventional colonoscopy.
- The added benefit of AI in colonoscopy may be limited in settings with a high baseline ADR.
- Further research may be needed to clarify AI's role in colorectal cancer screening.
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